Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "190" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 227 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 219 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
--------------------------------------------------------------------------- KeyError Traceback (most recent call last) ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3360 try: -> 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() KeyError: 'Ant' The above exception was the direct cause of the following exception: KeyError Traceback (most recent call last) /tmp/ipykernel_20898/3863632283.py in <module> 8 # Add this day to the antenna 9 row = df.loc[n] ---> 10 antnum = row['Ant'] 11 if antnum != int(antenna): 12 continue ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key) 940 941 elif key_is_scalar: --> 942 return self._get_value(key) 943 944 if is_hashable(key): ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable) 1049 1050 # Similar to Index.get_value, but we do not fall back to positional -> 1051 loc = self.index.get_loc(label) 1052 return self.index._get_values_for_loc(self, loc, label) 1053 ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: -> 3363 raise KeyError(key) from err 3364 3365 if is_scalar(key) and isna(key) and not self.hasnans: KeyError: 'Ant'
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.302758 | 7.362039 | 8.498764 | 29.926689 | 4.761123 | 84.490984 | 9.797418 | 46.477619 | 0.6519 | 0.6254 | 0.2039 | 13.380566 | 9.345729 |
| 2459593 | digital_ok | 100.00% | 7.02% | 0.00% | 0.00% | 100.00% | 0.00% | 41.158671 | 32.606976 | 7.055424 | 7.959107 | 19.628251 | 32.232387 | 22.091069 | 62.852685 | 0.5437 | 0.5844 | 0.2099 | 4.302896 | 4.182555 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.373488 | -1.058045 | 0.127279 | 0.757918 | -1.059339 | 0.906105 | -1.937767 | 0.015089 | 0.0307 | 0.0323 | 0.0028 | nan | nan |
| 2459591 | digital_ok | 100.00% | 13.51% | 0.54% | 0.00% | 100.00% | 0.00% | 54.478736 | 42.640998 | 10.000903 | 9.271606 | 15.738869 | 22.490182 | 22.570188 | 59.788015 | 0.4821 | 0.5467 | 0.2885 | 2.621778 | 2.910611 |
| 2459590 | digital_ok | 100.00% | 27.03% | 34.05% | 0.00% | 100.00% | 0.00% | 57.737897 | 58.691697 | 9.160879 | 12.730075 | 25.614854 | 38.815015 | 38.966889 | 91.189759 | 0.4751 | 0.5030 | 0.2837 | 3.625499 | 3.459916 |
| 2459589 | digital_ok | 100.00% | 23.23% | 38.36% | 0.00% | 100.00% | 0.00% | 58.032076 | 59.251876 | 9.799003 | 14.244861 | 20.841790 | 28.896961 | 19.760236 | 23.013227 | 0.5156 | 0.4995 | 0.1510 | 3.934352 | 3.437394 |
| 2459588 | digital_ok | 100.00% | 1.08% | 35.12% | 0.00% | 100.00% | 0.00% | 32.164900 | 57.072959 | 9.121686 | 21.791330 | 18.712472 | 28.686446 | 16.257989 | 20.249040 | 0.5721 | 0.5117 | 0.1566 | 4.260539 | 3.102173 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 52.455943 | 82.245392 | 13.577435 | 29.764388 | 2.297025 | 4.250505 | 23.539934 | 34.853052 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | digital_ok | 100.00% | 22.16% | 48.65% | 0.00% | 100.00% | 0.00% | 34.856755 | 67.592542 | 1.339294 | 4.605700 | 8.018748 | 13.282831 | 34.181506 | 46.057688 | 0.5083 | 0.4608 | 0.2280 | 4.129361 | 4.727864 |
| 2459585 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.803704 | -1.118183 | -0.759810 | 0.620036 | -0.807122 | 0.208616 | -1.241245 | 0.253329 | 0.0325 | 0.0322 | 0.0009 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 40.22% | 25.81% | 0.00% | 100.00% | 0.00% | 69.063454 | 70.759268 | 9.933308 | 11.238188 | 18.606363 | 10.605186 | 15.356868 | 52.229619 | 0.4383 | 0.4652 | 0.2318 | 8.714254 | 5.623268 |
| 2459583 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459582 | digital_ok | 100.00% | 56.22% | 50.81% | 0.00% | 100.00% | 0.00% | 49.165555 | 68.104592 | 3.093306 | 5.284005 | 27.572303 | 28.404318 | 28.085346 | 52.550261 | 0.4620 | 0.4484 | 0.2185 | 2.968056 | 3.297037 |
| 2459581 | digital_ok | 100.00% | 49.19% | 51.89% | 0.00% | 100.00% | 0.00% | 70.795969 | 88.586983 | 3.764782 | 5.363370 | 14.536846 | 26.020011 | 24.045043 | 83.795865 | 0.4456 | 0.4602 | 0.2064 | 2.426530 | 2.094179 |
| 2459580 | digital_ok | 100.00% | 36.74% | 17.29% | 0.00% | 100.00% | 0.00% | 53.679915 | 53.779890 | 3.983248 | 3.878838 | 15.230097 | 18.902324 | 45.629881 | 99.438416 | 0.4538 | 0.5031 | 0.2457 | 3.815931 | 4.595274 |
| 2459579 | digital_ok | 100.00% | 28.63% | 57.27% | 0.00% | 100.00% | 0.00% | 50.049769 | 74.534006 | 3.821976 | 7.819222 | 27.781405 | 18.797476 | 24.124659 | 11.521420 | 0.4671 | 0.4352 | 0.2150 | 3.518032 | 3.036731 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.099758 | -0.049468 | -0.729732 | -0.737691 | -0.069726 | -0.411844 | -0.612961 | 0.015700 | 0.0335 | 0.0341 | 0.0012 | nan | nan |
| 2459577 | digital_ok | 100.00% | 25.97% | 31.93% | 0.00% | 100.00% | 0.00% | 62.704705 | 70.029190 | 2.708216 | 3.881708 | 22.232431 | 21.008783 | 31.858882 | 108.610842 | 0.4668 | 0.4752 | 0.2028 | 3.473617 | 3.572570 |
| 2459576 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459575 | digital_ok | 100.00% | 7.02% | 8.64% | 0.00% | 100.00% | 0.00% | 46.886172 | 60.100170 | 2.079590 | 3.800897 | 10.275542 | 14.236007 | 4.516415 | 5.907815 | 0.5972 | 0.5774 | 0.1871 | 2.714267 | 2.395649 |
| 2459574 | digital_ok | 100.00% | 23.81% | 49.78% | 0.00% | 100.00% | 0.00% | 41.326208 | 65.029592 | 1.665838 | 4.642563 | 9.393395 | 18.356096 | 16.779002 | 36.292852 | 0.5007 | 0.4566 | 0.2178 | 3.421337 | 2.995380 |
| 2459573 | digital_ok | 100.00% | 14.60% | 36.24% | 0.00% | 100.00% | 0.00% | 47.515539 | 66.994442 | 3.879054 | 7.085654 | 25.998718 | 27.649009 | 13.851522 | 30.246570 | 0.4796 | 0.4713 | 0.2173 | 8.418577 | 4.468821 |
| 2459572 | digital_ok | 100.00% | 4.32% | 31.89% | 0.00% | 100.00% | 0.00% | 44.842758 | 69.515248 | 1.813270 | 4.824385 | 6.687177 | 9.844895 | 4.583905 | 12.080186 | 0.5065 | 0.4758 | 0.2161 | 4.249109 | 4.130334 |
| 2459571 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.080927 | -0.090863 | -0.678491 | -0.767899 | -0.793542 | 0.021906 | -0.743622 | 0.019781 | 0.0355 | 0.0378 | 0.0024 | nan | nan |
| 2459570 | digital_ok | 100.00% | 25.41% | 49.73% | 0.00% | 100.00% | 0.00% | 47.729819 | 85.007919 | 9.647538 | 14.472277 | 2.390790 | 2.424563 | 14.582806 | 31.207754 | 0.5230 | 0.4949 | 0.2327 | 0.000000 | 0.000000 |
| 2459569 | digital_ok | 100.00% | 6.49% | 22.73% | 0.00% | 100.00% | 0.00% | 36.342382 | 50.211282 | 1.590264 | 3.725829 | 9.397407 | 11.592114 | 8.457136 | 15.323210 | 0.6603 | 0.6299 | 0.1594 | 7.462619 | 6.654025 |
| 2459566 | digital_ok | 100.00% | 2.16% | 8.65% | 0.00% | 100.00% | 0.00% | 42.421613 | 42.260901 | 2.364919 | 2.853964 | 12.010175 | 18.481325 | 19.725970 | 32.272860 | 0.5204 | 0.5472 | 0.2864 | 0.000000 | 0.000000 |
| 2459565 | digital_ok | 0.00% | - | - | - | 93.33% | 0.00% | 1.074879 | 1.074879 | 0.972728 | 0.972728 | 0.664032 | 0.664032 | 0.146470 | 0.146470 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.799568 | 34.300243 | 0.977240 | 3.079046 | 1.605681 | -0.996026 | 18.957458 | 21.645024 | 0.6524 | 0.5871 | 0.3838 | 4.569439 | 4.685107 |
| 2459563 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 13.853716 | 37.372817 | 2.477278 | 5.085869 | 9.359927 | 8.134918 | 27.660606 | 14.560019 | 0.6338 | 0.5881 | 0.3662 | 2.620464 | 2.232928 |
| 2459562 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 13.256340 | 21.798418 | -0.074630 | 1.194398 | 4.907003 | 3.039137 | 26.869491 | 15.109590 | 0.6164 | 0.6105 | 0.3584 | 4.488699 | 4.311161 |
| 2459561 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 8.059822 | 27.745718 | -0.365885 | 1.187311 | 1.547144 | -1.115956 | 6.132674 | 4.586048 | 0.6356 | 0.5923 | 0.3523 | 4.293958 | 3.178742 |
| 2459560 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.010512 | 26.381914 | 0.104785 | 1.235008 | -0.469087 | -0.445072 | 7.819646 | 7.403806 | 0.6252 | 0.5810 | 0.3373 | 5.611675 | 4.858711 |
| 2459559 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 8.030217 | 31.341021 | -0.362791 | 1.422249 | -0.113634 | -0.098076 | 17.705192 | 9.702952 | 0.6448 | 0.5842 | 0.3607 | 4.260682 | 4.963431 |
| 2459558 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 8.065226 | 25.513993 | 0.025184 | 1.242383 | 1.968967 | 13.735494 | 11.356742 | 77.196938 | 0.6544 | 0.6237 | 0.3886 | 7.331025 | 6.220409 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0313 | 0.0322 | 0.0012 | nan | nan |
| 2459556 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 8.940772 | 17.975002 | -0.071977 | 1.089533 | 2.640239 | 12.876541 | 29.075265 | 156.683889 | 0.6396 | 0.6298 | 0.4014 | 7.364327 | 6.616494 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6467 | 0.6120 | 0.3846 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6474 | 0.6078 | 0.3824 | nan | nan |
| 2459552 | digital_ok | 100.00% | 1.62% | 0.00% | 0.00% | 100.00% | 0.00% | 53.117678 | 45.009133 | 3.853172 | 3.435446 | 13.702906 | 17.076848 | 17.055957 | 57.291219 | 0.5333 | 0.5785 | 0.2741 | 1.830228 | 1.721080 |
| 2459551 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 28.486016 | 22.918928 | 1.192942 | 1.388675 | -0.674959 | -0.415740 | 8.702824 | 17.330061 | 0.5286 | 0.5952 | 0.2808 | 5.054237 | 5.298479 |
| 2459550 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0307 | 0.0323 | 0.0015 | nan | nan |
| 2459549 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 41.330050 | 34.913116 | 2.730830 | 2.450848 | 9.284872 | 6.962073 | 23.010109 | 15.981528 | 0.5266 | 0.5899 | 0.2787 | 3.943398 | 4.350835 |
| 2459542 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 53.038199 | 40.492220 | 6.559781 | 5.355983 | 0.344415 | 0.183494 | 20.264047 | 34.254996 | 0.5951 | 0.6724 | 0.2615 | 4.168802 | 5.029079 |
| 2459541 | digital_ok | 100.00% | 1.34% | 1.79% | 0.00% | 100.00% | 0.00% | 46.280318 | 37.877291 | 3.097026 | 3.516483 | 4.630423 | 5.305697 | 12.909569 | 10.294816 | 0.5953 | 0.6479 | 0.2392 | 2.157212 | 2.215270 |
| 2459540 | digital_ok | 100.00% | 0.45% | 0.00% | 0.00% | 100.00% | 0.00% | 33.591676 | 27.704426 | 0.330260 | 0.497314 | 8.412147 | 1.586323 | 27.638246 | 16.855536 | 0.6234 | 0.6581 | 0.2847 | 3.554497 | 3.857576 |
| 2459536 | digital_ok | 100.00% | 5.93% | 0.00% | 0.00% | 100.00% | 0.00% | 73.756010 | 50.212875 | 5.565429 | 3.422159 | 13.093836 | 12.753122 | 34.093090 | 37.096246 | 0.5455 | 0.6078 | 0.3248 | 0.000000 | 0.000000 |
| 2459535 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 21.819912 | 21.413497 | 0.275191 | 0.543936 | 10.017167 | 1.918929 | 45.071812 | 35.124887 | 0.6587 | 0.6877 | 0.3159 | 1.012566 | 1.023000 |
| 2459534 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 18.039583 | 25.391310 | -0.142229 | 0.344117 | 8.870063 | 0.424580 | 62.242331 | 11.616784 | 0.6807 | 0.6597 | 0.3201 | 0.850991 | 0.852012 |
| 2459533 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459532 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 43.420633 | 44.876298 | 2.347235 | 2.870036 | 32.538631 | 10.508138 | 50.115836 | 28.052023 | 0.5862 | 0.6184 | 0.3425 | 1.685966 | 1.531727 |
| 2459530 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.193257 | 27.313471 | -0.523877 | 0.751379 | 0.116468 | -0.444490 | 20.455391 | 8.877824 | 0.6867 | 0.6196 | 0.3985 | 0.873731 | 0.871280 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459522 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459513 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.262629 | -0.005829 | -0.724152 | -0.511116 | 0.427709 | 0.125097 | -0.818246 | -0.325052 | 0.0363 | 0.0392 | 0.0018 | nan | nan |
| 2459508 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.645524 | 16.576915 | -0.464052 | 2.206870 | 1.136632 | 23.027488 | 1.658534 | 55.522976 | 0.9025 | 0.9407 | 0.1687 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.828529 | 45.865904 | -0.227076 | 5.266897 | 1.833624 | 4.416179 | 12.740203 | 16.806118 | 0.8856 | 0.7683 | 0.2227 | 27.733945 | 29.812517 |
| 2459503 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 8.053666 | 23.140290 | 0.052666 | 5.651053 | 5.168803 | 10.922107 | 131.058267 | 194.903293 | 0.0645 | 0.0792 | 0.0060 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Shape | 40.773551 | 23.591588 | 40.773551 | 10.681536 | 1.016143 | 12.628239 | 2.779946 | 3.345988 | 17.635070 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Temporal Discontinuties | 39.114978 | 7.749193 | 3.967148 | 1.688194 | 7.640890 | 15.582637 | 16.165603 | 39.114978 | 1.575664 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Shape | 37.118481 | 16.754316 | 37.118481 | 13.258986 | 2.329699 | 22.025435 | 10.790326 | 2.899639 | 27.070289 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Shape | 67.981310 | 67.981310 | 25.534850 | 1.022020 | 10.105285 | 23.418579 | 37.400874 | 16.564131 | 2.618322 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Power | 91.122974 | 27.508827 | 46.831340 | 91.122974 | 12.454956 | 19.826860 | 8.617943 | 10.158782 | 65.485054 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Temporal Discontinuties | 114.745699 | 16.320050 | 33.031694 | 34.824308 | 5.206841 | 3.890334 | 2.050083 | 4.727050 | 114.745699 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Temporal Discontinuties | 107.395863 | 25.719402 | 52.765288 | 60.217659 | 9.595665 | 13.024449 | 19.090501 | 6.026788 | 107.395863 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Power | 76.558039 | 29.348718 | 53.488474 | 76.558039 | 10.004652 | 16.622066 | 17.977166 | 5.146134 | 32.218623 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Shape | 45.481475 | 45.481475 | 38.402336 | 9.004867 | 10.955100 | 6.742043 | 4.217257 | 16.233193 | 6.373005 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Shape | 42.251015 | 38.390152 | 42.251015 | 5.145311 | 7.128419 | 8.265707 | 2.127157 | 24.336392 | 7.832869 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Discontinuties | 84.277493 | 45.746734 | 33.678006 | 7.650447 | 4.617566 | 6.529695 | 8.478342 | 84.277493 | 48.959282 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Shape | 86.482438 | 86.482438 | 55.140329 | 21.823132 | 12.472231 | 6.835644 | 6.028529 | 15.054063 | 6.810252 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Shape | 47.554616 | 47.554616 | 31.547414 | 6.523752 | 6.238113 | 11.712400 | 2.863847 | 34.398199 | 9.554307 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Shape | 52.768526 | 34.569997 | 52.768526 | 7.993473 | 8.480600 | 2.955014 | 4.722895 | 29.423970 | 46.326114 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Discontinuties | 79.216128 | 52.348936 | 43.157482 | 9.254112 | 11.313690 | 14.871802 | 22.733220 | 70.402816 | 79.216128 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Shape | 19.807993 | 19.807993 | 17.705965 | 2.910620 | 3.914836 | 0.119814 | 4.159596 | 13.514424 | 14.000158 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Discontinuties | 112.081264 | 36.674304 | 35.649238 | 4.833764 | 6.546120 | 6.224228 | 21.655551 | 38.296734 | 112.081264 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Discontinuties | 34.510899 | 26.193268 | 23.403051 | 6.348818 | 4.534940 | 3.436924 | 1.398477 | 34.510899 | 22.021161 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Discontinuties | 242.822079 | 32.814531 | 58.062160 | 4.245388 | 8.890039 | 8.356438 | 36.567597 | 69.978299 | 242.822079 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Discontinuties | 308.351872 | 42.953871 | 35.491775 | 5.013441 | 6.346223 | 21.916868 | 30.235160 | 168.607495 | 308.351872 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Discontinuties | 50.738408 | 38.144653 | 40.247105 | 6.763581 | 4.651096 | 10.295205 | 4.749061 | 50.738408 | 27.450908 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Discontinuties | 398.835038 | 47.091807 | 27.439716 | 10.959256 | 10.164293 | 21.148129 | 71.390568 | 118.262086 | 398.835038 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Discontinuties | 258.669872 | 54.493231 | 70.268560 | 6.954155 | 10.562563 | 11.608898 | 28.853356 | 137.824548 | 258.669872 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Shape | 50.210700 | 50.210700 | 29.693899 | 7.430348 | 7.056505 | 33.688793 | 27.934478 | 16.526124 | 10.125294 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Power | 0.674792 | -0.544872 | -0.412531 | -0.778054 | 0.674792 | 0.229245 | -0.035706 | -0.497884 | 0.467420 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | Not Found | nn Power | 1.058829 | -0.083848 | -0.510945 | 1.058829 | 0.005410 | -0.951241 | -1.078287 | -0.180439 | 0.024113 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Discontinuties | 211.422575 | 61.544774 | 52.773308 | 9.201042 | 5.997263 | 37.967208 | 17.746586 | 211.422575 | 198.111404 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Power | 1.019030 | -0.211631 | -0.401449 | -0.370326 | 1.019030 | -0.533838 | 0.593126 | 0.178269 | 0.849925 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Shape | 59.949244 | 59.949244 | 57.006348 | 22.446440 | 25.293245 | 10.486478 | 17.220279 | 42.725531 | 43.769109 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Power | 1.398815 | -0.219252 | -0.654862 | -0.029991 | 1.398815 | 0.670695 | 0.071761 | -0.400912 | -0.009088 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Power | 1.384187 | -0.005561 | -0.028557 | 1.384187 | -0.425860 | 0.819420 | 0.020222 | 0.224774 | -0.096952 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Power | 2.560457 | -0.370004 | -0.192550 | -0.283694 | 2.560457 | 0.723557 | -0.019309 | -0.411471 | 0.558100 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Shape | 68.227332 | 68.227332 | 53.619890 | 19.554819 | 16.532879 | 14.993845 | 6.687643 | 48.592877 | 7.662063 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Temporal Discontinuties | 32.239851 | 19.614625 | 19.596076 | 4.569117 | 3.103701 | 1.471960 | 3.510111 | 8.656055 | 32.239851 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Temporal Variability | 0.438093 | -0.898786 | -0.674573 | 0.385375 | -0.860716 | -0.006102 | 0.438093 | 0.288528 | -0.339582 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Variability | 0.866102 | -0.744181 | -0.687292 | 0.265480 | -0.958675 | 0.866102 | -0.434954 | 0.141858 | -0.369271 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Power | 0.787670 | -0.247003 | -0.612029 | 0.787670 | -0.890937 | 0.644947 | -0.105025 | 0.196800 | -0.520399 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Shape | 81.997090 | 81.997090 | 74.520775 | 19.263051 | 13.782687 | 27.318474 | 27.360461 | 19.076416 | 27.270114 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Variability | 0.780464 | -0.685034 | -0.481230 | -0.913018 | 0.387369 | -0.546572 | 0.780464 | -0.395958 | 0.041727 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Variability | 0.719709 | -0.436256 | -0.642292 | 0.606148 | -0.713229 | 0.719709 | 0.248199 | -0.025332 | -0.688455 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Variability | 0.554956 | -0.445766 | -0.585251 | 0.197341 | -0.717164 | 0.554956 | -0.008594 | 0.401828 | -0.517706 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Variability | 0.761892 | -0.329615 | -0.512146 | 0.600573 | -0.690221 | 0.761892 | 0.548819 | 0.481988 | -0.367121 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Discontinuties | 100.326859 | 52.864075 | 97.332819 | 14.307284 | 28.439792 | 8.512057 | 8.301187 | 66.503359 | 100.326859 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Temporal Variability | 1.071608 | -0.433675 | -0.619282 | 0.336824 | -0.844796 | 0.076474 | 1.071608 | 0.329388 | -0.422002 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Temporal Variability | 1.139548 | -0.489477 | -0.703076 | -0.720492 | 0.871179 | 1.139548 | -0.589811 | -0.430953 | 0.377875 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Variability | 0.504620 | -0.436939 | -0.625954 | -0.705964 | 0.494607 | 0.405461 | 0.504620 | -0.541114 | 0.436991 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Discontinuties | 0.487138 | -0.591549 | -0.577657 | -0.740730 | 0.308609 | -0.019082 | 0.084275 | -0.534927 | 0.487138 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Temporal Discontinuties | 127.994858 | 40.790101 | 63.888052 | 10.487509 | 20.957200 | 14.657243 | 9.744090 | 127.994858 | 62.182687 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Variability | 0.636721 | -0.681872 | -0.586740 | 0.535412 | -0.681530 | 0.636721 | -0.362145 | 0.192367 | -0.531899 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Discontinuties | 53.974042 | 39.287965 | 24.675356 | 23.442139 | 14.455877 | 11.418608 | 4.874532 | 53.974042 | 26.761677 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Shape | -0.292830 | -0.420017 | -0.292830 | -0.387531 | -0.821526 | -0.360630 | -0.639403 | -0.453890 | -0.588898 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Shape | -0.140354 | -0.337566 | -0.140354 | -0.759768 | -0.757524 | -0.601300 | -0.544710 | -0.412838 | -0.628987 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Discontinuties | 140.061549 | 41.063969 | 53.802077 | 12.386727 | 37.448965 | 8.723292 | 93.927060 | 63.355182 | 140.061549 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Power | 0.491705 | -0.868117 | -0.814066 | 0.491705 | 0.329178 | 0.418470 | 0.345945 | -0.362720 | -0.371226 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Variability | 0.218072 | -0.281497 | -0.136988 | -0.719419 | -0.684076 | 0.218072 | -0.834880 | -0.433285 | -0.588830 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Power | 0.937929 | -0.779942 | -0.349732 | 0.937929 | -0.552866 | 0.111096 | 0.148712 | 0.493179 | -0.439303 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Power | 0.979974 | -0.950554 | 0.150150 | 0.979974 | -1.010796 | -0.401154 | -0.367456 | 0.137085 | -0.769446 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Shape | 62.209422 | 62.209422 | 49.084919 | 6.019943 | 6.725515 | 18.066110 | 16.941404 | 25.859790 | 23.649696 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Shape | 40.827300 | 35.485502 | 40.827300 | 3.251034 | 1.799391 | 3.504303 | 23.096274 | 7.661751 | 38.802266 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Temporal Discontinuties | 15745.351704 | 5054.480204 | 5054.480204 | 4741.987017 | 4741.987017 | 3209.392784 | 3209.392784 | 15745.351704 | 15745.351704 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Discontinuties | 3592.018215 | 965.431610 | 965.431610 | 866.794570 | 866.794570 | 900.077520 | 900.077520 | 3592.018215 | 3592.018215 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | ee Temporal Discontinuties | 2400.310919 | 743.978890 | 743.978890 | 716.484417 | 716.484417 | 723.266384 | 723.266384 | 2400.310919 | 2400.310919 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | N15 | digital_ok | nn Temporal Discontinuties | 371.051664 | 66.192404 | 43.403259 | 13.341089 | 6.982889 | 9.795366 | 9.028016 | 371.051664 | 98.916665 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Shape | 50.263062 | 31.668179 | 50.263062 | 9.744660 | 17.843429 | 14.269670 | 24.641890 | 16.061165 | 26.193647 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Temporal Variability | 71.115353 | 19.814414 | 24.343499 | 4.871848 | 11.013676 | 9.319070 | 71.115353 | 8.211536 | 64.913316 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Shape | 71.681599 | 61.779293 | 71.681599 | 7.997361 | 13.256458 | 11.463557 | 4.681406 | 5.946357 | 2.937473 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | ee Shape | 64.186576 | 64.186576 | 48.056154 | 8.474576 | 8.699422 | 16.147137 | 6.412159 | 48.655000 | 12.728122 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Shape | 72.776037 | 28.971627 | 72.776037 | 2.425874 | 11.039134 | 10.219465 | 11.854646 | 68.307576 | 30.827394 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Temporal Discontinuties | 78.204157 | 70.325038 | 42.965865 | 10.415013 | 4.374628 | 17.805004 | 10.480438 | 78.204157 | 29.802339 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Temporal Discontinuties | 143.495164 | 66.125113 | 46.336736 | 7.987916 | 4.289290 | 30.320248 | 13.094747 | 143.495164 | 33.128925 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Temporal Discontinuties | 165.970395 | 52.270181 | 56.029088 | 5.956761 | 8.081754 | 16.849470 | 24.225767 | 50.109677 | 165.970395 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Temporal Discontinuties | 211.509933 | 78.524752 | 63.989751 | 14.407647 | 7.940270 | 37.852466 | 15.332787 | 211.509933 | 65.900922 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Shape | 78.443417 | 53.719351 | 78.443417 | 5.241544 | 12.776929 | 29.436581 | 23.759305 | 72.533918 | 68.922722 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Temporal Discontinuties | 86.410807 | 83.168205 | 66.618502 | 12.649992 | 6.585993 | 18.907653 | 33.158909 | 86.410807 | 81.474360 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Temporal Discontinuties | 147.480818 | 49.390220 | 58.594644 | 8.413934 | 12.875598 | 12.250076 | 17.478031 | 101.794634 | 147.480818 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Temporal Discontinuties | 138.530798 | 57.993333 | 42.120383 | 10.800451 | 5.058323 | 30.790581 | 11.899049 | 138.530798 | 32.252117 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Temporal Discontinuties | 102.654978 | 37.994279 | 46.220306 | 6.127706 | 4.313964 | 22.996112 | 22.300116 | 102.654978 | 67.686786 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | ee Temporal Discontinuties | 143.340698 | 47.136255 | 62.375346 | 9.854971 | 17.243160 | 17.289926 | 14.913772 | 143.340698 | 99.866813 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Temporal Discontinuties | 0.784536 | -0.000701 | 0.672671 | 0.001728 | 0.066226 | 0.003728 | -0.320023 | -0.510318 | 0.784536 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | ee Temporal Discontinuties | 209.067488 | 77.565042 | 53.421129 | 25.251385 | 11.468188 | 48.458477 | 36.924401 | 149.630387 | 209.067488 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | ee Temporal Variability | 2.274994 | -0.667165 | 0.099124 | -0.016478 | 2.210633 | 2.274994 | 1.051602 | -0.490515 | 1.307144 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Temporal Discontinuties | 132.709330 | 50.686428 | 42.423205 | 13.855414 | 9.488624 | 20.506944 | 10.822816 | 132.709330 | 41.648134 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Temporal Discontinuties | 91.205695 | 32.613677 | 24.389318 | 5.573221 | 9.474040 | 13.876706 | 27.286949 | 45.935570 | 91.205695 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | ee Temporal Discontinuties | 67.168065 | 30.171146 | 18.253412 | 6.863268 | 1.751447 | 5.938278 | 8.991145 | 17.805249 | 67.168065 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Shape | 45.763305 | 45.763305 | 43.329578 | 8.358277 | 6.128837 | 14.758626 | 8.415064 | 25.654250 | 17.084996 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Shape | 53.654932 | 53.654932 | 53.275293 | 9.779414 | 6.197204 | 18.585597 | 18.466511 | 33.990942 | 50.284549 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Power | 2.536007 | -0.333829 | -0.036725 | 0.360091 | 2.536007 | 0.307038 | 0.668895 | -0.703096 | 0.439803 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Temporal Discontinuties | 252.286344 | 60.592830 | 44.402067 | 9.471653 | 4.723407 | 27.286674 | 16.137663 | 252.286344 | 51.489297 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | nn Temporal Discontinuties | 239.984880 | 59.755346 | 57.510141 | 7.642677 | 10.796250 | 20.076944 | 23.627037 | 92.634000 | 239.984880 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 15 | digital_ok | ee Shape | 66.003297 | 66.003297 | 53.982174 | 11.046834 | 12.040039 | 12.939757 | 14.053759 | 12.619270 | 15.515991 |